{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "import sys\n",
    "sys.path.append(\"..\")\n",
    "from optimus import Optimus\n",
    "\n",
    "# Create optimus\n",
    "op = Optimus(\"dask\", verbose = True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mysql"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install mysqlclient"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mysql://test:test@165.227.196.70:3306/optimus\n"
     ]
    }
   ],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"mysql\",\n",
    "    host=\"165.227.196.70\", \n",
    "    database= \"optimus\", \n",
    "    user= \"test\", \n",
    "    password = \"test\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['test_data']\n"
     ]
    }
   ],
   "source": [
    "db.tables()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int64)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ikey\">\n",
       "                \n",
       "                Ikey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Crudginton\">\n",
       "                \n",
       "                Crudginton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"icrudginton0@freewebs.com\">\n",
       "                \n",
       "                icrudginton0@freewebs.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72.210.21.255\">\n",
       "                \n",
       "                72.210.21.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Erwin\">\n",
       "                \n",
       "                Erwin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Edden\">\n",
       "                \n",
       "                Edden\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eedden1@nytimes.com\">\n",
       "                \n",
       "                eedden1@nytimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.205.155.142\">\n",
       "                \n",
       "                16.205.155.142\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rudyard\">\n",
       "                \n",
       "                Rudyard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dullaghan\">\n",
       "                \n",
       "                Dullaghan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rdullaghan2@techcrunch.com\">\n",
       "                \n",
       "                rdullaghan2@techcrunch.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84.170.67.167\">\n",
       "                \n",
       "                84.170.67.167\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eugen\">\n",
       "                \n",
       "                Eugen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Staining\">\n",
       "                \n",
       "                Staining\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"estaining3@merriam-webster.com\">\n",
       "                \n",
       "                estaining3@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"211.36.45.228\">\n",
       "                \n",
       "                211.36.45.228\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carleton\">\n",
       "                \n",
       "                Carleton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hammond\">\n",
       "                \n",
       "                Hammond\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"chammond4@example.com\">\n",
       "                \n",
       "                chammond4@example.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"177.7.250.134\">\n",
       "                \n",
       "                177.7.250.134\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ermengarde\">\n",
       "                \n",
       "                Ermengarde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Knightly\">\n",
       "                \n",
       "                Knightly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eknightly5@google.co.jp\">\n",
       "                \n",
       "                eknightly5@google.co.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"231.176.117.190\">\n",
       "                \n",
       "                231.176.117.190\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Myles\">\n",
       "                \n",
       "                Myles\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rattray\">\n",
       "                \n",
       "                Rattray\n",
       "                 \n",
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       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mrattray6@about.com\">\n",
       "                \n",
       "                mrattray6@about.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.193.247.67\">\n",
       "                \n",
       "                4.193.247.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Banky\">\n",
       "                \n",
       "                Banky\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shires\">\n",
       "                \n",
       "                Shires\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bshires7@so-net.ne.jp\">\n",
       "                \n",
       "                bshires7@so-net.ne.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.18.210.158\">\n",
       "                \n",
       "                16.18.210.158\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chastity\">\n",
       "                \n",
       "                Chastity\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtwell\">\n",
       "                \n",
       "                Birtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbirtwell8@seesaa.net\">\n",
       "                \n",
       "                cbirtwell8@seesaa.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"167.15.222.219\">\n",
       "                \n",
       "                167.15.222.219\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Harv\">\n",
       "                \n",
       "                Harv\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fotherby\">\n",
       "                \n",
       "                Fotherby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"hfotherby9@godaddy.com\">\n",
       "                \n",
       "                hfotherby9@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.117.248.106\">\n",
       "                \n",
       "                143.117.248.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"11\">\n",
       "                \n",
       "                11\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Janaye\">\n",
       "                \n",
       "                Janaye\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Farlam\">\n",
       "                \n",
       "                Farlam\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jfarlama@goo.gl\">\n",
       "                \n",
       "                jfarlama@goo.gl\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"207.25.248.64\">\n",
       "                \n",
       "                207.25.248.64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.table_to_df(\"test_data\").ext.display()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SELECT * FROM test_data WHERE test_data.id >= 1.0 AND test_data.id < 10.9\n",
      "SELECT * FROM test_data WHERE test_data.id >= 10.9 AND test_data.id < 20.8\n",
      "SELECT * FROM test_data WHERE test_data.id >= 20.8 AND test_data.id < 30.700000000000003\n",
      "SELECT * FROM test_data WHERE test_data.id >= 30.700000000000003 AND test_data.id < 40.6\n",
      "SELECT * FROM test_data WHERE test_data.id >= 40.6 AND test_data.id < 50.5\n",
      "SELECT * FROM test_data WHERE test_data.id >= 50.5 AND test_data.id < 60.400000000000006\n",
      "SELECT * FROM test_data WHERE test_data.id >= 60.400000000000006 AND test_data.id < 70.3\n",
      "SELECT * FROM test_data WHERE test_data.id >= 70.3 AND test_data.id < 80.2\n",
      "SELECT * FROM test_data WHERE test_data.id >= 80.2 AND test_data.id < 90.10000000000001\n",
      "SELECT * FROM test_data WHERE test_data.id > 90.10000000000001 AND test_data.id <= 100.0\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">10 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ikey\">\n",
       "                \n",
       "                Ikey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Crudginton\">\n",
       "                \n",
       "                Crudginton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"icrudginton0@freewebs.com\">\n",
       "                \n",
       "                icrudginton0@freewebs.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72.210.21.255\">\n",
       "                \n",
       "                72.210.21.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Erwin\">\n",
       "                \n",
       "                Erwin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Edden\">\n",
       "                \n",
       "                Edden\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eedden1@nytimes.com\">\n",
       "                \n",
       "                eedden1@nytimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.205.155.142\">\n",
       "                \n",
       "                16.205.155.142\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rudyard\">\n",
       "                \n",
       "                Rudyard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dullaghan\">\n",
       "                \n",
       "                Dullaghan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rdullaghan2@techcrunch.com\">\n",
       "                \n",
       "                rdullaghan2@techcrunch.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84.170.67.167\">\n",
       "                \n",
       "                84.170.67.167\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eugen\">\n",
       "                \n",
       "                Eugen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Staining\">\n",
       "                \n",
       "                Staining\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"estaining3@merriam-webster.com\">\n",
       "                \n",
       "                estaining3@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"211.36.45.228\">\n",
       "                \n",
       "                211.36.45.228\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carleton\">\n",
       "                \n",
       "                Carleton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hammond\">\n",
       "                \n",
       "                Hammond\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"chammond4@example.com\">\n",
       "                \n",
       "                chammond4@example.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"177.7.250.134\">\n",
       "                \n",
       "                177.7.250.134\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ermengarde\">\n",
       "                \n",
       "                Ermengarde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Knightly\">\n",
       "                \n",
       "                Knightly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eknightly5@google.co.jp\">\n",
       "                \n",
       "                eknightly5@google.co.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"231.176.117.190\">\n",
       "                \n",
       "                231.176.117.190\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Myles\">\n",
       "                \n",
       "                Myles\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rattray\">\n",
       "                \n",
       "                Rattray\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mrattray6@about.com\">\n",
       "                \n",
       "                mrattray6@about.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.193.247.67\">\n",
       "                \n",
       "                4.193.247.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Banky\">\n",
       "                \n",
       "                Banky\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shires\">\n",
       "                \n",
       "                Shires\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bshires7@so-net.ne.jp\">\n",
       "                \n",
       "                bshires7@so-net.ne.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.18.210.158\">\n",
       "                \n",
       "                16.18.210.158\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chastity\">\n",
       "                \n",
       "                Chastity\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtwell\">\n",
       "                \n",
       "                Birtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbirtwell8@seesaa.net\">\n",
       "                \n",
       "                cbirtwell8@seesaa.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"167.15.222.219\">\n",
       "                \n",
       "                167.15.222.219\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Harv\">\n",
       "                \n",
       "                Harv\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fotherby\">\n",
       "                \n",
       "                Fotherby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"hfotherby9@godaddy.com\">\n",
       "                \n",
       "                hfotherby9@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.117.248.106\">\n",
       "                \n",
       "                143.117.248.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">10 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.execute(query=\"SELECT * FROM test_data\", partition_column= \"id\", table_name = \"test_data\").ext.display()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">9 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int64)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ikey\">\n",
       "                \n",
       "                Ikey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Crudginton\">\n",
       "                \n",
       "                Crudginton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"icrudginton0@freewebs.com\">\n",
       "                \n",
       "                icrudginton0@freewebs.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72.210.21.255\">\n",
       "                \n",
       "                72.210.21.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Erwin\">\n",
       "                \n",
       "                Erwin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Edden\">\n",
       "                \n",
       "                Edden\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eedden1@nytimes.com\">\n",
       "                \n",
       "                eedden1@nytimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.205.155.142\">\n",
       "                \n",
       "                16.205.155.142\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rudyard\">\n",
       "                \n",
       "                Rudyard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dullaghan\">\n",
       "                \n",
       "                Dullaghan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rdullaghan2@techcrunch.com\">\n",
       "                \n",
       "                rdullaghan2@techcrunch.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84.170.67.167\">\n",
       "                \n",
       "                84.170.67.167\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eugen\">\n",
       "                \n",
       "                Eugen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Staining\">\n",
       "                \n",
       "                Staining\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"estaining3@merriam-webster.com\">\n",
       "                \n",
       "                estaining3@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"211.36.45.228\">\n",
       "                \n",
       "                211.36.45.228\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carleton\">\n",
       "                \n",
       "                Carleton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hammond\">\n",
       "                \n",
       "                Hammond\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"chammond4@example.com\">\n",
       "                \n",
       "                chammond4@example.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"177.7.250.134\">\n",
       "                \n",
       "                177.7.250.134\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ermengarde\">\n",
       "                \n",
       "                Ermengarde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Knightly\">\n",
       "                \n",
       "                Knightly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eknightly5@google.co.jp\">\n",
       "                \n",
       "                eknightly5@google.co.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"231.176.117.190\">\n",
       "                \n",
       "                231.176.117.190\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Myles\">\n",
       "                \n",
       "                Myles\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rattray\">\n",
       "                \n",
       "                Rattray\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mrattray6@about.com\">\n",
       "                \n",
       "                mrattray6@about.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.193.247.67\">\n",
       "                \n",
       "                4.193.247.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Banky\">\n",
       "                \n",
       "                Banky\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shires\">\n",
       "                \n",
       "                Shires\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bshires7@so-net.ne.jp\">\n",
       "                \n",
       "                bshires7@so-net.ne.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.18.210.158\">\n",
       "                \n",
       "                16.18.210.158\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chastity\">\n",
       "                \n",
       "                Chastity\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtwell\">\n",
       "                \n",
       "                Birtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbirtwell8@seesaa.net\">\n",
       "                \n",
       "                cbirtwell8@seesaa.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"167.15.222.219\">\n",
       "                \n",
       "                167.15.222.219\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Harv\">\n",
       "                \n",
       "                Harv\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fotherby\">\n",
       "                \n",
       "                Fotherby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"hfotherby9@godaddy.com\">\n",
       "                \n",
       "                hfotherby9@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.117.248.106\">\n",
       "                \n",
       "                143.117.248.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"11\">\n",
       "                \n",
       "                11\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Janaye\">\n",
       "                \n",
       "                Janaye\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Farlam\">\n",
       "                \n",
       "                Farlam\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jfarlama@goo.gl\">\n",
       "                \n",
       "                jfarlama@goo.gl\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"207.25.248.64\">\n",
       "                \n",
       "                207.25.248.64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">9 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.execute(query=\"SELECT * FROM test_data\", table_name = \"test_data\", num_partitions = 9).ext.display()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['id', 'first_name', 'last_name', 'email', 'gender', 'ip_address']\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><strong>Dask DataFrame Structure:</strong></div>\n",
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>first_name</th>\n",
       "      <th>last_name</th>\n",
       "      <th>email</th>\n",
       "      <th>gender</th>\n",
       "      <th>ip_address</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>npartitions=10</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0.0</th>\n",
       "      <td>int64</td>\n",
       "      <td>object</td>\n",
       "      <td>object</td>\n",
       "      <td>object</td>\n",
       "      <td>object</td>\n",
       "      <td>object</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.0</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9.0</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10.0</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>\n",
       "<div>Dask Name: from-delayed, 20 tasks</div>"
      ],
      "text/plain": [
       "Dask DataFrame Structure:\n",
       "                   id first_name last_name   email  gender ip_address\n",
       "npartitions=10                                                       \n",
       "0.0             int64     object    object  object  object     object\n",
       "1.0               ...        ...       ...     ...     ...        ...\n",
       "...               ...        ...       ...     ...     ...        ...\n",
       "9.0               ...        ...       ...     ...     ...        ...\n",
       "10.0              ...        ...       ...     ...     ...        ...\n",
       "Dask Name: from-delayed, 20 tasks"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.execute(query=\"SELECT * FROM test_data\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "a = \"\"\"SELECT *,  NTILE (4) OVER (ORDER BY id) id FROM test_data;\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['id', 'first_name', 'last_name', 'email', 'gender', 'ip_address']\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 90 rows / 90 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">10 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int64)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"100\">\n",
       "                \n",
       "                100\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Otes\">\n",
       "                \n",
       "                Otes\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Regus\">\n",
       "                \n",
       "                Regus\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"oregus2r@state.tx.us\">\n",
       "                \n",
       "                oregus2r@state.tx.us\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"108.200.225.64\">\n",
       "                \n",
       "                108.200.225.64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"99\">\n",
       "                \n",
       "                99\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Theda\">\n",
       "                \n",
       "                Theda\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Clitherow\">\n",
       "                \n",
       "                Clitherow\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tclitherow2q@wired.com\">\n",
       "                \n",
       "                tclitherow2q@wired.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"224.222.199.13\">\n",
       "                \n",
       "                224.222.199.13\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"98\">\n",
       "                \n",
       "                98\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dennis\">\n",
       "                \n",
       "                Dennis\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Wolffers\">\n",
       "                \n",
       "                Wolffers\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dwolffers2p@si.edu\">\n",
       "                \n",
       "                dwolffers2p@si.edu\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"192.73.35.122\">\n",
       "                \n",
       "                192.73.35.122\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"97\">\n",
       "                \n",
       "                97\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Benoit\">\n",
       "                \n",
       "                Benoit\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Bail\">\n",
       "                \n",
       "                Bail\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bbail2o@eventbrite.com\">\n",
       "                \n",
       "                bbail2o@eventbrite.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"230.203.89.67\">\n",
       "                \n",
       "                230.203.89.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"96\">\n",
       "                \n",
       "                96\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Stillman\">\n",
       "                \n",
       "                Stillman\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtle\">\n",
       "                \n",
       "                Birtle\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"sbirtle2n@google.ru\">\n",
       "                \n",
       "                sbirtle2n@google.ru\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"29.119.151.180\">\n",
       "                \n",
       "                29.119.151.180\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"95\">\n",
       "                \n",
       "                95\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chad\">\n",
       "                \n",
       "                Chad\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Swalteridge\">\n",
       "                \n",
       "                Swalteridge\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cswalteridge2m@webnode.com\">\n",
       "                \n",
       "                cswalteridge2m@webnode.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"223.70.250.55\">\n",
       "                \n",
       "                223.70.250.55\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"94\">\n",
       "                \n",
       "                94\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rustin\">\n",
       "                \n",
       "                Rustin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"MacKay\">\n",
       "                \n",
       "                MacKay\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rmackay2l@icio.us\">\n",
       "                \n",
       "                rmackay2l@icio.us\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"170.203.62.186\">\n",
       "                \n",
       "                170.203.62.186\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"93\">\n",
       "                \n",
       "                93\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Austina\">\n",
       "                \n",
       "                Austina\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Jaume\">\n",
       "                \n",
       "                Jaume\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ajaume2k@cdc.gov\">\n",
       "                \n",
       "                ajaume2k@cdc.gov\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"77.3.231.136\">\n",
       "                \n",
       "                77.3.231.136\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"92\">\n",
       "                \n",
       "                92\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Brana\">\n",
       "                \n",
       "                Brana\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lawlee\">\n",
       "                \n",
       "                Lawlee\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"blawlee2j@moonfruit.com\">\n",
       "                \n",
       "                blawlee2j@moonfruit.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"223.177.21.208\">\n",
       "                \n",
       "                223.177.21.208\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"91\">\n",
       "                \n",
       "                91\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Joannes\">\n",
       "                \n",
       "                Joannes\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Nardoni\">\n",
       "                \n",
       "                Nardoni\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jnardoni2i@state.tx.us\">\n",
       "                \n",
       "                jnardoni2i@state.tx.us\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"236.230.152.229\">\n",
       "                \n",
       "                236.230.152.229\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"90\">\n",
       "                \n",
       "                90\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carly\">\n",
       "                \n",
       "                Carly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"de&#8901;Amaya\">\n",
       "                \n",
       "                de&#8901;Amaya\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cdeamaya2h@google.com.au\">\n",
       "                \n",
       "                cdeamaya2h@google.com.au\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"165.206.105.231\">\n",
       "                \n",
       "                165.206.105.231\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"89\">\n",
       "                \n",
       "                89\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Celle\">\n",
       "                \n",
       "                Celle\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Pelfer\">\n",
       "                \n",
       "                Pelfer\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cpelfer2g@desdev.cn\">\n",
       "                \n",
       "                cpelfer2g@desdev.cn\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"71.24.177.38\">\n",
       "                \n",
       "                71.24.177.38\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"88\">\n",
       "                \n",
       "                88\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tildi\">\n",
       "                \n",
       "                Tildi\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lakin\">\n",
       "                \n",
       "                Lakin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tlakin2f@godaddy.com\">\n",
       "                \n",
       "                tlakin2f@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"29.124.49.70\">\n",
       "                \n",
       "                29.124.49.70\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"87\">\n",
       "                \n",
       "                87\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Orlando\">\n",
       "                \n",
       "                Orlando\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Cann\">\n",
       "                \n",
       "                Cann\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ocann2e@webmd.com\">\n",
       "                \n",
       "                ocann2e@webmd.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"145.212.223.32\">\n",
       "                \n",
       "                145.212.223.32\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"86\">\n",
       "                \n",
       "                86\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dorian\">\n",
       "                \n",
       "                Dorian\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"De&#8901;Francisci\">\n",
       "                \n",
       "                De&#8901;Francisci\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ddefrancisci2d@hibu.com\">\n",
       "                \n",
       "                ddefrancisci2d@hibu.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"155.207.166.60\">\n",
       "                \n",
       "                155.207.166.60\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"85\">\n",
       "                \n",
       "                85\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shay\">\n",
       "                \n",
       "                Shay\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Loffel\">\n",
       "                \n",
       "                Loffel\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"sloffel2c@cam.ac.uk\">\n",
       "                \n",
       "                sloffel2c@cam.ac.uk\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"199.115.204.136\">\n",
       "                \n",
       "                199.115.204.136\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84\">\n",
       "                \n",
       "                84\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Sharline\">\n",
       "                \n",
       "                Sharline\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Devaney\">\n",
       "                \n",
       "                Devaney\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"sdevaney2b@paypal.com\">\n",
       "                \n",
       "                sdevaney2b@paypal.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"102.243.230.248\">\n",
       "                \n",
       "                102.243.230.248\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"83\">\n",
       "                \n",
       "                83\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Muffin\">\n",
       "                \n",
       "                Muffin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McFaell\">\n",
       "                \n",
       "                McFaell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mmcfaell2a@salon.com\">\n",
       "                \n",
       "                mmcfaell2a@salon.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"12.100.76.50\">\n",
       "                \n",
       "                12.100.76.50\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"82\">\n",
       "                \n",
       "                82\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Moishe\">\n",
       "                \n",
       "                Moishe\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"MacNockater\">\n",
       "                \n",
       "                MacNockater\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mmacnockater29@jiathis.com\">\n",
       "                \n",
       "                mmacnockater29@jiathis.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"221.43.209.221\">\n",
       "                \n",
       "                221.43.209.221\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"81\">\n",
       "                \n",
       "                81\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rubina\">\n",
       "                \n",
       "                Rubina\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fairburn\">\n",
       "                \n",
       "                Fairburn\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rfairburn28@time.com\">\n",
       "                \n",
       "                rfairburn28@time.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"79.25.16.53\">\n",
       "                \n",
       "                79.25.16.53\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"80\">\n",
       "                \n",
       "                80\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Emeline\">\n",
       "                \n",
       "                Emeline\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Sitford\">\n",
       "                \n",
       "                Sitford\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"esitford27@howstuffworks.com\">\n",
       "                \n",
       "                esitford27@howstuffworks.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"230.60.120.207\">\n",
       "                \n",
       "                230.60.120.207\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"79\">\n",
       "                \n",
       "                79\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Agace\">\n",
       "                \n",
       "                Agace\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eubank\">\n",
       "                \n",
       "                Eubank\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"aeubank26@amazon.co.uk\">\n",
       "                \n",
       "                aeubank26@amazon.co.uk\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"160.186.113.75\">\n",
       "                \n",
       "                160.186.113.75\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"78\">\n",
       "                \n",
       "                78\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Giff\">\n",
       "                \n",
       "                Giff\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Philippson\">\n",
       "                \n",
       "                Philippson\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"gphilippson25@1688.com\">\n",
       "                \n",
       "                gphilippson25@1688.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"224.124.122.55\">\n",
       "                \n",
       "                224.124.122.55\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"77\">\n",
       "                \n",
       "                77\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ardis\">\n",
       "                \n",
       "                Ardis\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McTiernan\">\n",
       "                \n",
       "                McTiernan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"amctiernan24@psu.edu\">\n",
       "                \n",
       "                amctiernan24@psu.edu\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.120.76.153\">\n",
       "                \n",
       "                4.120.76.153\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"76\">\n",
       "                \n",
       "                76\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Stoddard\">\n",
       "                \n",
       "                Stoddard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lindenblatt\">\n",
       "                \n",
       "                Lindenblatt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"slindenblatt23@biblegateway.com\">\n",
       "                \n",
       "                slindenblatt23@biblegateway.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"223.238.3.100\">\n",
       "                \n",
       "                223.238.3.100\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"75\">\n",
       "                \n",
       "                75\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Nydia\">\n",
       "                \n",
       "                Nydia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hutchin\">\n",
       "                \n",
       "                Hutchin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"nhutchin22@paypal.com\">\n",
       "                \n",
       "                nhutchin22@paypal.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"192.64.228.8\">\n",
       "                \n",
       "                192.64.228.8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"74\">\n",
       "                \n",
       "                74\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Alysa\">\n",
       "                \n",
       "                Alysa\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Howard\">\n",
       "                \n",
       "                Howard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ahoward21@stanford.edu\">\n",
       "                \n",
       "                ahoward21@stanford.edu\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"118.114.176.179\">\n",
       "                \n",
       "                118.114.176.179\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"73\">\n",
       "                \n",
       "                73\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Janka\">\n",
       "                \n",
       "                Janka\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"D'Arrigo\">\n",
       "                \n",
       "                D'Arrigo\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jdarrigo20@home.pl\">\n",
       "                \n",
       "                jdarrigo20@home.pl\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"69.25.245.202\">\n",
       "                \n",
       "                69.25.245.202\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72\">\n",
       "                \n",
       "                72\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Brant\">\n",
       "                \n",
       "                Brant\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Boij\">\n",
       "                \n",
       "                Boij\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bboij1z@oracle.com\">\n",
       "                \n",
       "                bboij1z@oracle.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"18.197.89.53\">\n",
       "                \n",
       "                18.197.89.53\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"71\">\n",
       "                \n",
       "                71\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Moses\">\n",
       "                \n",
       "                Moses\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Standing\">\n",
       "                \n",
       "                Standing\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mstanding1y@skyrock.com\">\n",
       "                \n",
       "                mstanding1y@skyrock.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"162.119.26.224\">\n",
       "                \n",
       "                162.119.26.224\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"70\">\n",
       "                \n",
       "                70\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Pietro\">\n",
       "                \n",
       "                Pietro\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McCully\">\n",
       "                \n",
       "                McCully\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"pmccully1x@discuz.net\">\n",
       "                \n",
       "                pmccully1x@discuz.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"217.43.182.106\">\n",
       "                \n",
       "                217.43.182.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"69\">\n",
       "                \n",
       "                69\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Jamison\">\n",
       "                \n",
       "                Jamison\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Paulsen\">\n",
       "                \n",
       "                Paulsen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jpaulsen1w@indiatimes.com\">\n",
       "                \n",
       "                jpaulsen1w@indiatimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"80.179.85.115\">\n",
       "                \n",
       "                80.179.85.115\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"68\">\n",
       "                \n",
       "                68\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Berti\">\n",
       "                \n",
       "                Berti\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Botler\">\n",
       "                \n",
       "                Botler\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bbotler1v@kickstarter.com\">\n",
       "                \n",
       "                bbotler1v@kickstarter.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"121.194.38.205\">\n",
       "                \n",
       "                121.194.38.205\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"67\">\n",
       "                \n",
       "                67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ronald\">\n",
       "                \n",
       "                Ronald\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Normanell\">\n",
       "                \n",
       "                Normanell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rnormanell1u@ted.com\">\n",
       "                \n",
       "                rnormanell1u@ted.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"21.161.236.96\">\n",
       "                \n",
       "                21.161.236.96\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"66\">\n",
       "                \n",
       "                66\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Raynell\">\n",
       "                \n",
       "                Raynell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Maton\">\n",
       "                \n",
       "                Maton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rmaton1t@wisc.edu\">\n",
       "                \n",
       "                rmaton1t@wisc.edu\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"115.200.121.215\">\n",
       "                \n",
       "                115.200.121.215\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"65\">\n",
       "                \n",
       "                65\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tann\">\n",
       "                \n",
       "                Tann\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Frarey\">\n",
       "                \n",
       "                Frarey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tfrarey1s@multiply.com\">\n",
       "                \n",
       "                tfrarey1s@multiply.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"187.201.92.171\">\n",
       "                \n",
       "                187.201.92.171\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"64\">\n",
       "                \n",
       "                64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Leanor\">\n",
       "                \n",
       "                Leanor\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Petrie\">\n",
       "                \n",
       "                Petrie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"lpetrie1r@mtv.com\">\n",
       "                \n",
       "                lpetrie1r@mtv.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"57.34.249.126\">\n",
       "                \n",
       "                57.34.249.126\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"63\">\n",
       "                \n",
       "                63\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Felecia\">\n",
       "                \n",
       "                Felecia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Wonter\">\n",
       "                \n",
       "                Wonter\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"fwonter1q@geocities.com\">\n",
       "                \n",
       "                fwonter1q@geocities.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"59.165.181.157\">\n",
       "                \n",
       "                59.165.181.157\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"62\">\n",
       "                \n",
       "                62\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Cthrine\">\n",
       "                \n",
       "                Cthrine\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Brecknock\">\n",
       "                \n",
       "                Brecknock\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbrecknock1p@ebay.co.uk\">\n",
       "                \n",
       "                cbrecknock1p@ebay.co.uk\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"198.33.59.97\">\n",
       "                \n",
       "                198.33.59.97\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"61\">\n",
       "                \n",
       "                61\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Abner\">\n",
       "                \n",
       "                Abner\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"De&#8901;Freitas\">\n",
       "                \n",
       "                De&#8901;Freitas\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"adefreitas1o@barnesandnoble.com\">\n",
       "                \n",
       "                adefreitas1o@barnesandnoble.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"17.46.49.64\">\n",
       "                \n",
       "                17.46.49.64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"60\">\n",
       "                \n",
       "                60\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Justin\">\n",
       "                \n",
       "                Justin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Careless\">\n",
       "                \n",
       "                Careless\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jcareless1n@cloudflare.com\">\n",
       "                \n",
       "                jcareless1n@cloudflare.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"238.69.199.67\">\n",
       "                \n",
       "                238.69.199.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"59\">\n",
       "                \n",
       "                59\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Kristina\">\n",
       "                \n",
       "                Kristina\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Henaughan\">\n",
       "                \n",
       "                Henaughan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"khenaughan1m@who.int\">\n",
       "                \n",
       "                khenaughan1m@who.int\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.15.64.1\">\n",
       "                \n",
       "                4.15.64.1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"58\">\n",
       "                \n",
       "                58\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Brennan\">\n",
       "                \n",
       "                Brennan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hatfull\">\n",
       "                \n",
       "                Hatfull\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bhatfull1l@eepurl.com\">\n",
       "                \n",
       "                bhatfull1l@eepurl.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"171.96.0.43\">\n",
       "                \n",
       "                171.96.0.43\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"57\">\n",
       "                \n",
       "                57\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Woodrow\">\n",
       "                \n",
       "                Woodrow\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tunbridge\">\n",
       "                \n",
       "                Tunbridge\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"wtunbridge1k@creativecommons.org\">\n",
       "                \n",
       "                wtunbridge1k@creativecommons.org\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"172.40.160.130\">\n",
       "                \n",
       "                172.40.160.130\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"56\">\n",
       "                \n",
       "                56\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fleurette\">\n",
       "                \n",
       "                Fleurette\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Cambridge\">\n",
       "                \n",
       "                Cambridge\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"fcambridge1j@illinois.edu\">\n",
       "                \n",
       "                fcambridge1j@illinois.edu\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"85.214.219.212\">\n",
       "                \n",
       "                85.214.219.212\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"55\">\n",
       "                \n",
       "                55\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Cindy\">\n",
       "                \n",
       "                Cindy\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lade\">\n",
       "                \n",
       "                Lade\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"clade1i@bandcamp.com\">\n",
       "                \n",
       "                clade1i@bandcamp.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"27.8.225.166\">\n",
       "                \n",
       "                27.8.225.166\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"54\">\n",
       "                \n",
       "                54\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Isobel\">\n",
       "                \n",
       "                Isobel\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tompkiss\">\n",
       "                \n",
       "                Tompkiss\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"itompkiss1h@webmd.com\">\n",
       "                \n",
       "                itompkiss1h@webmd.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"89.241.183.111\">\n",
       "                \n",
       "                89.241.183.111\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"53\">\n",
       "                \n",
       "                53\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dannie\">\n",
       "                \n",
       "                Dannie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Midlane\">\n",
       "                \n",
       "                Midlane\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dmidlane1g@blogger.com\">\n",
       "                \n",
       "                dmidlane1g@blogger.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"81.161.97.210\">\n",
       "                \n",
       "                81.161.97.210\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"52\">\n",
       "                \n",
       "                52\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Emanuele\">\n",
       "                \n",
       "                Emanuele\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Curman\">\n",
       "                \n",
       "                Curman\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ecurman1f@usda.gov\">\n",
       "                \n",
       "                ecurman1f@usda.gov\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"150.158.155.59\">\n",
       "                \n",
       "                150.158.155.59\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"51\">\n",
       "                \n",
       "                51\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Bondy\">\n",
       "                \n",
       "                Bondy\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Gallelli\">\n",
       "                \n",
       "                Gallelli\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bgallelli1e@hc360.com\">\n",
       "                \n",
       "                bgallelli1e@hc360.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"145.51.28.175\">\n",
       "                \n",
       "                145.51.28.175\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"50\">\n",
       "                \n",
       "                50\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tulley\">\n",
       "                \n",
       "                Tulley\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Mertsching\">\n",
       "                \n",
       "                Mertsching\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tmertsching1d@hud.gov\">\n",
       "                \n",
       "                tmertsching1d@hud.gov\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"114.9.199.50\">\n",
       "                \n",
       "                114.9.199.50\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"49\">\n",
       "                \n",
       "                49\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lucius\">\n",
       "                \n",
       "                Lucius\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Azam\">\n",
       "                \n",
       "                Azam\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"lazam1c@moonfruit.com\">\n",
       "                \n",
       "                lazam1c@moonfruit.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"218.51.93.26\">\n",
       "                \n",
       "                218.51.93.26\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"48\">\n",
       "                \n",
       "                48\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Donnie\">\n",
       "                \n",
       "                Donnie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Anthoin\">\n",
       "                \n",
       "                Anthoin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"danthoin1b@accuweather.com\">\n",
       "                \n",
       "                danthoin1b@accuweather.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"121.201.174.77\">\n",
       "                \n",
       "                121.201.174.77\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"47\">\n",
       "                \n",
       "                47\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ingmar\">\n",
       "                \n",
       "                Ingmar\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Halmkin\">\n",
       "                \n",
       "                Halmkin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ihalmkin1a@aboutads.info\">\n",
       "                \n",
       "                ihalmkin1a@aboutads.info\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"223.91.160.113\">\n",
       "                \n",
       "                223.91.160.113\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"46\">\n",
       "                \n",
       "                46\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Aurore\">\n",
       "                \n",
       "                Aurore\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dobby\">\n",
       "                \n",
       "                Dobby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"adobby19@t-online.de\">\n",
       "                \n",
       "                adobby19@t-online.de\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"98.169.201.146\">\n",
       "                \n",
       "                98.169.201.146\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"45\">\n",
       "                \n",
       "                45\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Skyler\">\n",
       "                \n",
       "                Skyler\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Wivell\">\n",
       "                \n",
       "                Wivell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"swivell18@eepurl.com\">\n",
       "                \n",
       "                swivell18@eepurl.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"107.231.71.108\">\n",
       "                \n",
       "                107.231.71.108\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"44\">\n",
       "                \n",
       "                44\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rickert\">\n",
       "                \n",
       "                Rickert\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Roch\">\n",
       "                \n",
       "                Roch\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rroch17@yellowpages.com\">\n",
       "                \n",
       "                rroch17@yellowpages.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"182.72.67.92\">\n",
       "                \n",
       "                182.72.67.92\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"43\">\n",
       "                \n",
       "                43\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Darcie\">\n",
       "                \n",
       "                Darcie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McGeaney\">\n",
       "                \n",
       "                McGeaney\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dmcgeaney16@canalblog.com\">\n",
       "                \n",
       "                dmcgeaney16@canalblog.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10.235.104.189\">\n",
       "                \n",
       "                10.235.104.189\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"42\">\n",
       "                \n",
       "                42\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tiebold\">\n",
       "                \n",
       "                Tiebold\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Pottie\">\n",
       "                \n",
       "                Pottie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tpottie15@merriam-webster.com\">\n",
       "                \n",
       "                tpottie15@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"83.215.236.118\">\n",
       "                \n",
       "                83.215.236.118\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"41\">\n",
       "                \n",
       "                41\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carolan\">\n",
       "                \n",
       "                Carolan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Delmonti\">\n",
       "                \n",
       "                Delmonti\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cdelmonti14@phpbb.com\">\n",
       "                \n",
       "                cdelmonti14@phpbb.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"228.17.150.76\">\n",
       "                \n",
       "                228.17.150.76\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"40\">\n",
       "                \n",
       "                40\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Jo-anne\">\n",
       "                \n",
       "                Jo-anne\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Galbreth\">\n",
       "                \n",
       "                Galbreth\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jgalbreth13@statcounter.com\">\n",
       "                \n",
       "                jgalbreth13@statcounter.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"189.4.167.117\">\n",
       "                \n",
       "                189.4.167.117\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"39\">\n",
       "                \n",
       "                39\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chauncey\">\n",
       "                \n",
       "                Chauncey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Burtwell\">\n",
       "                \n",
       "                Burtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cburtwell12@unicef.org\">\n",
       "                \n",
       "                cburtwell12@unicef.org\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"198.249.57.250\">\n",
       "                \n",
       "                198.249.57.250\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"38\">\n",
       "                \n",
       "                38\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Asa\">\n",
       "                \n",
       "                Asa\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Thirwell\">\n",
       "                \n",
       "                Thirwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"athirwell11@amazon.co.uk\">\n",
       "                \n",
       "                athirwell11@amazon.co.uk\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"209.172.156.93\">\n",
       "                \n",
       "                209.172.156.93\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"37\">\n",
       "                \n",
       "                37\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Layla\">\n",
       "                \n",
       "                Layla\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Aspole\">\n",
       "                \n",
       "                Aspole\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"laspole10@people.com.cn\">\n",
       "                \n",
       "                laspole10@people.com.cn\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9.109.10.17\">\n",
       "                \n",
       "                9.109.10.17\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"36\">\n",
       "                \n",
       "                36\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Curtice\">\n",
       "                \n",
       "                Curtice\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Minget\">\n",
       "                \n",
       "                Minget\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cmingetz@businessweek.com\">\n",
       "                \n",
       "                cmingetz@businessweek.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"189.242.14.127\">\n",
       "                \n",
       "                189.242.14.127\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"35\">\n",
       "                \n",
       "                35\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Prudi\">\n",
       "                \n",
       "                Prudi\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rivitt\">\n",
       "                \n",
       "                Rivitt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"privitty@noaa.gov\">\n",
       "                \n",
       "                privitty@noaa.gov\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"32.16.138.187\">\n",
       "                \n",
       "                32.16.138.187\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"34\">\n",
       "                \n",
       "                34\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Margie\">\n",
       "                \n",
       "                Margie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Gordon\">\n",
       "                \n",
       "                Gordon\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mgordonx@lycos.com\">\n",
       "                \n",
       "                mgordonx@lycos.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"243.94.253.221\">\n",
       "                \n",
       "                243.94.253.221\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"33\">\n",
       "                \n",
       "                33\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Pall\">\n",
       "                \n",
       "                Pall\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Sawrey\">\n",
       "                \n",
       "                Sawrey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"psawreyw@facebook.com\">\n",
       "                \n",
       "                psawreyw@facebook.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"209.246.100.200\">\n",
       "                \n",
       "                209.246.100.200\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"32\">\n",
       "                \n",
       "                32\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Jorge\">\n",
       "                \n",
       "                Jorge\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Racher\">\n",
       "                \n",
       "                Racher\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jracherv@google.com\">\n",
       "                \n",
       "                jracherv@google.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"233.56.214.255\">\n",
       "                \n",
       "                233.56.214.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"31\">\n",
       "                \n",
       "                31\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Davide\">\n",
       "                \n",
       "                Davide\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Scourfield\">\n",
       "                \n",
       "                Scourfield\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dscourfieldu@rediff.com\">\n",
       "                \n",
       "                dscourfieldu@rediff.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"113.239.62.4\">\n",
       "                \n",
       "                113.239.62.4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"30\">\n",
       "                \n",
       "                30\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Sarge\">\n",
       "                \n",
       "                Sarge\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Haresign\">\n",
       "                \n",
       "                Haresign\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"sharesignt@miitbeian.gov.cn\">\n",
       "                \n",
       "                sharesignt@miitbeian.gov.cn\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"212.180.157.241\">\n",
       "                \n",
       "                212.180.157.241\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"29\">\n",
       "                \n",
       "                29\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Somerset\">\n",
       "                \n",
       "                Somerset\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hawksby\">\n",
       "                \n",
       "                Hawksby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"shawksbys@accuweather.com\">\n",
       "                \n",
       "                shawksbys@accuweather.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"209.158.180.144\">\n",
       "                \n",
       "                209.158.180.144\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"28\">\n",
       "                \n",
       "                28\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tad\">\n",
       "                \n",
       "                Tad\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Domange\">\n",
       "                \n",
       "                Domange\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tdomanger@wikimedia.org\">\n",
       "                \n",
       "                tdomanger@wikimedia.org\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"49.219.69.114\">\n",
       "                \n",
       "                49.219.69.114\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"27\">\n",
       "                \n",
       "                27\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Benedicto\">\n",
       "                \n",
       "                Benedicto\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Holtham\">\n",
       "                \n",
       "                Holtham\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bholthamq@constantcontact.com\">\n",
       "                \n",
       "                bholthamq@constantcontact.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"235.57.49.45\">\n",
       "                \n",
       "                235.57.49.45\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"26\">\n",
       "                \n",
       "                26\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Leah\">\n",
       "                \n",
       "                Leah\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Jopling\">\n",
       "                \n",
       "                Jopling\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ljoplingp@topsy.com\">\n",
       "                \n",
       "                ljoplingp@topsy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"39.158.211.20\">\n",
       "                \n",
       "                39.158.211.20\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"25\">\n",
       "                \n",
       "                25\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Benita\">\n",
       "                \n",
       "                Benita\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Zarfati\">\n",
       "                \n",
       "                Zarfati\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bzarfatio@oakley.com\">\n",
       "                \n",
       "                bzarfatio@oakley.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"130.115.169.187\">\n",
       "                \n",
       "                130.115.169.187\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"24\">\n",
       "                \n",
       "                24\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Julita\">\n",
       "                \n",
       "                Julita\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Conradie\">\n",
       "                \n",
       "                Conradie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jconradien@tamu.edu\">\n",
       "                \n",
       "                jconradien@tamu.edu\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"179.65.95.37\">\n",
       "                \n",
       "                179.65.95.37\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"23\">\n",
       "                \n",
       "                23\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Syman\">\n",
       "                \n",
       "                Syman\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dumbellow\">\n",
       "                \n",
       "                Dumbellow\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"sdumbellowm@bbc.co.uk\">\n",
       "                \n",
       "                sdumbellowm@bbc.co.uk\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"206.25.6.205\">\n",
       "                \n",
       "                206.25.6.205\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"22\">\n",
       "                \n",
       "                22\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chalmers\">\n",
       "                \n",
       "                Chalmers\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Palister\">\n",
       "                \n",
       "                Palister\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cpalisterl@ibm.com\">\n",
       "                \n",
       "                cpalisterl@ibm.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"0.5.174.160\">\n",
       "                \n",
       "                0.5.174.160\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"21\">\n",
       "                \n",
       "                21\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Saw\">\n",
       "                \n",
       "                Saw\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Habard\">\n",
       "                \n",
       "                Habard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"shabardk@reuters.com\">\n",
       "                \n",
       "                shabardk@reuters.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"107.111.35.73\">\n",
       "                \n",
       "                107.111.35.73\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Harv\">\n",
       "                \n",
       "                Harv\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fotherby\">\n",
       "                \n",
       "                Fotherby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"hfotherby9@godaddy.com\">\n",
       "                \n",
       "                hfotherby9@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.117.248.106\">\n",
       "                \n",
       "                143.117.248.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chastity\">\n",
       "                \n",
       "                Chastity\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtwell\">\n",
       "                \n",
       "                Birtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbirtwell8@seesaa.net\">\n",
       "                \n",
       "                cbirtwell8@seesaa.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"167.15.222.219\">\n",
       "                \n",
       "                167.15.222.219\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Banky\">\n",
       "                \n",
       "                Banky\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shires\">\n",
       "                \n",
       "                Shires\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bshires7@so-net.ne.jp\">\n",
       "                \n",
       "                bshires7@so-net.ne.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.18.210.158\">\n",
       "                \n",
       "                16.18.210.158\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Myles\">\n",
       "                \n",
       "                Myles\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rattray\">\n",
       "                \n",
       "                Rattray\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mrattray6@about.com\">\n",
       "                \n",
       "                mrattray6@about.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.193.247.67\">\n",
       "                \n",
       "                4.193.247.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ermengarde\">\n",
       "                \n",
       "                Ermengarde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Knightly\">\n",
       "                \n",
       "                Knightly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eknightly5@google.co.jp\">\n",
       "                \n",
       "                eknightly5@google.co.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"231.176.117.190\">\n",
       "                \n",
       "                231.176.117.190\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carleton\">\n",
       "                \n",
       "                Carleton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hammond\">\n",
       "                \n",
       "                Hammond\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"chammond4@example.com\">\n",
       "                \n",
       "                chammond4@example.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"177.7.250.134\">\n",
       "                \n",
       "                177.7.250.134\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eugen\">\n",
       "                \n",
       "                Eugen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Staining\">\n",
       "                \n",
       "                Staining\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"estaining3@merriam-webster.com\">\n",
       "                \n",
       "                estaining3@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"211.36.45.228\">\n",
       "                \n",
       "                211.36.45.228\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rudyard\">\n",
       "                \n",
       "                Rudyard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dullaghan\">\n",
       "                \n",
       "                Dullaghan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rdullaghan2@techcrunch.com\">\n",
       "                \n",
       "                rdullaghan2@techcrunch.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84.170.67.167\">\n",
       "                \n",
       "                84.170.67.167\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Erwin\">\n",
       "                \n",
       "                Erwin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Edden\">\n",
       "                \n",
       "                Edden\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eedden1@nytimes.com\">\n",
       "                \n",
       "                eedden1@nytimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.205.155.142\">\n",
       "                \n",
       "                16.205.155.142\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ikey\">\n",
       "                \n",
       "                Ikey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Crudginton\">\n",
       "                \n",
       "                Crudginton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"icrudginton0@freewebs.com\">\n",
       "                \n",
       "                icrudginton0@freewebs.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72.210.21.255\">\n",
       "                \n",
       "                72.210.21.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 90 rows / 90 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">10 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wall time: 23.7 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "db.execute(query=\"SELECT * FROM test_data\").ext.display()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">10 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int64)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (object)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                not nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ikey\">\n",
       "                \n",
       "                Ikey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Crudginton\">\n",
       "                \n",
       "                Crudginton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"icrudginton0@freewebs.com\">\n",
       "                \n",
       "                icrudginton0@freewebs.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72.210.21.255\">\n",
       "                \n",
       "                72.210.21.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Erwin\">\n",
       "                \n",
       "                Erwin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Edden\">\n",
       "                \n",
       "                Edden\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eedden1@nytimes.com\">\n",
       "                \n",
       "                eedden1@nytimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.205.155.142\">\n",
       "                \n",
       "                16.205.155.142\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rudyard\">\n",
       "                \n",
       "                Rudyard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dullaghan\">\n",
       "                \n",
       "                Dullaghan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rdullaghan2@techcrunch.com\">\n",
       "                \n",
       "                rdullaghan2@techcrunch.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84.170.67.167\">\n",
       "                \n",
       "                84.170.67.167\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eugen\">\n",
       "                \n",
       "                Eugen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Staining\">\n",
       "                \n",
       "                Staining\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"estaining3@merriam-webster.com\">\n",
       "                \n",
       "                estaining3@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"211.36.45.228\">\n",
       "                \n",
       "                211.36.45.228\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carleton\">\n",
       "                \n",
       "                Carleton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hammond\">\n",
       "                \n",
       "                Hammond\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"chammond4@example.com\">\n",
       "                \n",
       "                chammond4@example.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"177.7.250.134\">\n",
       "                \n",
       "                177.7.250.134\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ermengarde\">\n",
       "                \n",
       "                Ermengarde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Knightly\">\n",
       "                \n",
       "                Knightly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eknightly5@google.co.jp\">\n",
       "                \n",
       "                eknightly5@google.co.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"231.176.117.190\">\n",
       "                \n",
       "                231.176.117.190\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Myles\">\n",
       "                \n",
       "                Myles\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rattray\">\n",
       "                \n",
       "                Rattray\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mrattray6@about.com\">\n",
       "                \n",
       "                mrattray6@about.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.193.247.67\">\n",
       "                \n",
       "                4.193.247.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Banky\">\n",
       "                \n",
       "                Banky\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shires\">\n",
       "                \n",
       "                Shires\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bshires7@so-net.ne.jp\">\n",
       "                \n",
       "                bshires7@so-net.ne.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.18.210.158\">\n",
       "                \n",
       "                16.18.210.158\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chastity\">\n",
       "                \n",
       "                Chastity\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtwell\">\n",
       "                \n",
       "                Birtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbirtwell8@seesaa.net\">\n",
       "                \n",
       "                cbirtwell8@seesaa.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"167.15.222.219\">\n",
       "                \n",
       "                167.15.222.219\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Harv\">\n",
       "                \n",
       "                Harv\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fotherby\">\n",
       "                \n",
       "                Fotherby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"hfotherby9@godaddy.com\">\n",
       "                \n",
       "                hfotherby9@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.117.248.106\">\n",
       "                \n",
       "                143.117.248.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"11\">\n",
       "                \n",
       "                11\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Janaye\">\n",
       "                \n",
       "                Janaye\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Farlam\">\n",
       "                \n",
       "                Farlam\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"jfarlama@goo.gl\">\n",
       "                \n",
       "                jfarlama@goo.gl\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"207.25.248.64\">\n",
       "                \n",
       "                207.25.248.64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"12\">\n",
       "                \n",
       "                12\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Odille\">\n",
       "                \n",
       "                Odille\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Olivas\">\n",
       "                \n",
       "                Olivas\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"oolivasb@gravatar.com\">\n",
       "                \n",
       "                oolivasb@gravatar.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"33.0.247.41\">\n",
       "                \n",
       "                33.0.247.41\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"13\">\n",
       "                \n",
       "                13\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Tessie\">\n",
       "                \n",
       "                Tessie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Maffiotti\">\n",
       "                \n",
       "                Maffiotti\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"tmaffiottic@sciencedirect.com\">\n",
       "                \n",
       "                tmaffiottic@sciencedirect.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.214.111.244\">\n",
       "                \n",
       "                143.214.111.244\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"14\">\n",
       "                \n",
       "                14\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Sybila\">\n",
       "                \n",
       "                Sybila\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Littleover\">\n",
       "                \n",
       "                Littleover\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"slittleoverd@businesswire.com\">\n",
       "                \n",
       "                slittleoverd@businesswire.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"165.13.137.100\">\n",
       "                \n",
       "                165.13.137.100\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"15\">\n",
       "                \n",
       "                15\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dag\">\n",
       "                \n",
       "                Dag\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Attryde\">\n",
       "                \n",
       "                Attryde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dattrydee@mediafire.com\">\n",
       "                \n",
       "                dattrydee@mediafire.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"65.226.179.64\">\n",
       "                \n",
       "                65.226.179.64\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16\">\n",
       "                \n",
       "                16\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Alisa\">\n",
       "                \n",
       "                Alisa\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Gilbey\">\n",
       "                \n",
       "                Gilbey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"agilbeyf@squidoo.com\">\n",
       "                \n",
       "                agilbeyf@squidoo.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"119.14.232.90\">\n",
       "                \n",
       "                119.14.232.90\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"17\">\n",
       "                \n",
       "                17\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Alvin\">\n",
       "                \n",
       "                Alvin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Deyenhardt\">\n",
       "                \n",
       "                Deyenhardt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"adeyenhardtg@myspace.com\">\n",
       "                \n",
       "                adeyenhardtg@myspace.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"101.33.81.5\">\n",
       "                \n",
       "                101.33.81.5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"18\">\n",
       "                \n",
       "                18\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Garey\">\n",
       "                \n",
       "                Garey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hanley\">\n",
       "                \n",
       "                Hanley\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"ghanleyh@gravatar.com\">\n",
       "                \n",
       "                ghanleyh@gravatar.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"196.203.82.107\">\n",
       "                \n",
       "                196.203.82.107\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"19\">\n",
       "                \n",
       "                19\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Alaine\">\n",
       "                \n",
       "                Alaine\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Vint\">\n",
       "                \n",
       "                Vint\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"avinti@cnbc.com\">\n",
       "                \n",
       "                avinti@cnbc.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"201.18.136.196\">\n",
       "                \n",
       "                201.18.136.196\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"20\">\n",
       "                \n",
       "                20\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Berta\">\n",
       "                \n",
       "                Berta\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Sakins\">\n",
       "                \n",
       "                Sakins\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bsakinsj@topsy.com\">\n",
       "                \n",
       "                bsakinsj@topsy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"117.231.82.148\">\n",
       "                \n",
       "                117.231.82.148\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 100 rows / 100 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">10 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a.ext.table()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = db.table_to_df(\"test_data\", limit=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['test_data']"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.tables_names_to_json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Postgres"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'PostgreSQLDriver' object has no attribute 'uri'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-70-35a374ce0ffe>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0mdatabase\u001b[0m\u001b[1;33m=\u001b[0m \u001b[1;34m\"optimus\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      6\u001b[0m     \u001b[0muser\u001b[0m\u001b[1;33m=\u001b[0m \u001b[1;34m\"testuser\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m     password = \"test\")\n\u001b[0m",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\engines\\dask.py\u001b[0m in \u001b[0;36mconnect\u001b[1;34m(driver, host, database, user, password, port, schema, oracle_tns, oracle_service_name, oracle_sid, presto_catalog, cassandra_keyspace, cassandra_table)\u001b[0m\n\u001b[0;32m     34\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     35\u001b[0m         return JDBC(host, database, user, password, port, driver, schema, oracle_tns, oracle_service_name, oracle_sid,\n\u001b[1;32m---> 36\u001b[1;33m                     presto_catalog, cassandra_keyspace, cassandra_table)\n\u001b[0m\u001b[0;32m     37\u001b[0m     \u001b[1;31m# def create(self, data):\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     38\u001b[0m     \u001b[1;31m#     import dask.dataframe as dd\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\dask\\io\\jdbc.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, host, database, user, password, port, driver, schema, oracle_tns, oracle_service_name, oracle_sid, presto_catalog, cassandra_keyspace, cassandra_table)\u001b[0m\n\u001b[0;32m     58\u001b[0m             \u001b[0moracle_sid\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0moracle_sid\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     59\u001b[0m             \u001b[0moracle_service_name\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0moracle_service_name\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 60\u001b[1;33m             \u001b[0mpresto_catalog\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mpresto_catalog\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     61\u001b[0m         )\n\u001b[0;32m     62\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdatabase\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdatabase\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\spark\\io\\driver_context.py\u001b[0m in \u001b[0;36muri\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m     22\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     23\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0muri\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 24\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_driver\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0muri\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     25\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     26\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'PostgreSQLDriver' object has no attribute 'uri'"
     ]
    }
   ],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"postgresql\",\n",
    "    host=\"165.227.196.70\", \n",
    "    database= \"optimus\", \n",
    "    user= \"testuser\", \n",
    "    password = \"test\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(\n",
      "            SELECT relname as table_name,cast (reltuples as integer) AS count \n",
      "            FROM pg_class C LEFT JOIN pg_namespace N ON (N.oid = C.relnamespace) \n",
      "            WHERE nspname IN ('public') AND relkind='r' ORDER BY reltuples DESC) AS t\n",
      "INFO:optimus:jdbc:postgresql://165.227.196.70:5432/optimus?currentSchema=public\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 1 of 1 rows / 2 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">table_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">count</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"test_data\">\n",
       "                \n",
       "                test_data\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1100\">\n",
       "                \n",
       "                1100\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 1 of 1 rows / 2 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.tables()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:SELECT * FROM test_data\n",
      "INFO:optimus:(SELECT * FROM test_data) AS t\n",
      "INFO:optimus:jdbc:postgresql://165.227.196.70:5432/optimus?currentSchema=public\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 10 rows / 6 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ikey\">\n",
       "                \n",
       "                Ikey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Crudginton\">\n",
       "                \n",
       "                Crudginton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"icrudginton0@freewebs.com\">\n",
       "                \n",
       "                icrudginton0@freewebs.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"72.210.21.255\">\n",
       "                \n",
       "                72.210.21.255\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Erwin\">\n",
       "                \n",
       "                Erwin\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Edden\">\n",
       "                \n",
       "                Edden\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eedden1@nytimes.com\">\n",
       "                \n",
       "                eedden1@nytimes.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.205.155.142\">\n",
       "                \n",
       "                16.205.155.142\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rudyard\">\n",
       "                \n",
       "                Rudyard\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Dullaghan\">\n",
       "                \n",
       "                Dullaghan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"rdullaghan2@techcrunch.com\">\n",
       "                \n",
       "                rdullaghan2@techcrunch.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"84.170.67.167\">\n",
       "                \n",
       "                84.170.67.167\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Eugen\">\n",
       "                \n",
       "                Eugen\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Staining\">\n",
       "                \n",
       "                Staining\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"estaining3@merriam-webster.com\">\n",
       "                \n",
       "                estaining3@merriam-webster.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"211.36.45.228\">\n",
       "                \n",
       "                211.36.45.228\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Carleton\">\n",
       "                \n",
       "                Carleton\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Hammond\">\n",
       "                \n",
       "                Hammond\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"chammond4@example.com\">\n",
       "                \n",
       "                chammond4@example.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"177.7.250.134\">\n",
       "                \n",
       "                177.7.250.134\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ermengarde\">\n",
       "                \n",
       "                Ermengarde\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Knightly\">\n",
       "                \n",
       "                Knightly\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eknightly5@google.co.jp\">\n",
       "                \n",
       "                eknightly5@google.co.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"231.176.117.190\">\n",
       "                \n",
       "                231.176.117.190\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Myles\">\n",
       "                \n",
       "                Myles\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Rattray\">\n",
       "                \n",
       "                Rattray\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"mrattray6@about.com\">\n",
       "                \n",
       "                mrattray6@about.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4.193.247.67\">\n",
       "                \n",
       "                4.193.247.67\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Banky\">\n",
       "                \n",
       "                Banky\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Shires\">\n",
       "                \n",
       "                Shires\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"bshires7@so-net.ne.jp\">\n",
       "                \n",
       "                bshires7@so-net.ne.jp\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.18.210.158\">\n",
       "                \n",
       "                16.18.210.158\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Chastity\">\n",
       "                \n",
       "                Chastity\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Birtwell\">\n",
       "                \n",
       "                Birtwell\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"cbirtwell8@seesaa.net\">\n",
       "                \n",
       "                cbirtwell8@seesaa.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"167.15.222.219\">\n",
       "                \n",
       "                167.15.222.219\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Harv\">\n",
       "                \n",
       "                Harv\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fotherby\">\n",
       "                \n",
       "                Fotherby\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"hfotherby9@godaddy.com\">\n",
       "                \n",
       "                hfotherby9@godaddy.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"143.117.248.106\">\n",
       "                \n",
       "                143.117.248.106\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 10 rows / 6 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.table_to_df(\"test_data\").table()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(\n",
      "                        SELECT relname as table_name \n",
      "                        FROM pg_class C LEFT JOIN pg_namespace N ON (N.oid = C.relnamespace) \n",
      "                        WHERE nspname IN ('public') AND relkind='r' ORDER BY reltuples DESC) AS t\n",
      "INFO:optimus:jdbc:postgresql://165.227.196.70:5432/optimus?currentSchema=public\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['test_data']"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.tables_names_to_json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## MSSQL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:jdbc:sqlserver://165.227.196.70:1433;databaseName=optimus\n"
     ]
    }
   ],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"sqlserver\",\n",
    "    host=\"165.227.196.70\", \n",
    "    database= \"optimus\", \n",
    "    user= \"test\", \n",
    "    password = \"test*0261\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(SELECT * FROM INFORMATION_SCHEMA.TABLES) AS t\n",
      "INFO:optimus:jdbc:sqlserver://165.227.196.70:1433;databaseName=optimus\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 1 of 1 rows / 4 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">TABLE_CATALOG</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">TABLE_SCHEMA</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">TABLE_NAME</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">TABLE_TYPE</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"optimus\">\n",
       "                \n",
       "                optimus\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dbo\">\n",
       "                \n",
       "                dbo\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"test_data\">\n",
       "                \n",
       "                test_data\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"BASE&#8901;TABLE\">\n",
       "                \n",
       "                BASE&#8901;TABLE\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 1 of 1 rows / 4 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.tables()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:SELECT * FROM test_data\n",
      "INFO:optimus:(SELECT * FROM test_data) AS t\n",
      "INFO:optimus:jdbc:sqlserver://165.227.196.70:1433;databaseName=optimus\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 10 rows / 6 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">first_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">last_name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">email</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">gender</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ip_address</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Keenan\">\n",
       "                \n",
       "                Keenan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McAirt\">\n",
       "                \n",
       "                McAirt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"kmcairt0@spotify.com\">\n",
       "                \n",
       "                kmcairt0@spotify.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"68.97.227.147\">\n",
       "                \n",
       "                68.97.227.147\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fredelia\">\n",
       "                \n",
       "                Fredelia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lemarie\">\n",
       "                \n",
       "                Lemarie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"flemarie1@furl.net\">\n",
       "                \n",
       "                flemarie1@furl.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.145.123.46\">\n",
       "                \n",
       "                16.145.123.46\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Keenan\">\n",
       "                \n",
       "                Keenan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McAirt\">\n",
       "                \n",
       "                McAirt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"kmcairt0@spotify.com\">\n",
       "                \n",
       "                kmcairt0@spotify.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"68.97.227.147\">\n",
       "                \n",
       "                68.97.227.147\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fredelia\">\n",
       "                \n",
       "                Fredelia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lemarie\">\n",
       "                \n",
       "                Lemarie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"flemarie1@furl.net\">\n",
       "                \n",
       "                flemarie1@furl.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.145.123.46\">\n",
       "                \n",
       "                16.145.123.46\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Keenan\">\n",
       "                \n",
       "                Keenan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McAirt\">\n",
       "                \n",
       "                McAirt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"kmcairt0@spotify.com\">\n",
       "                \n",
       "                kmcairt0@spotify.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"68.97.227.147\">\n",
       "                \n",
       "                68.97.227.147\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fredelia\">\n",
       "                \n",
       "                Fredelia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lemarie\">\n",
       "                \n",
       "                Lemarie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"flemarie1@furl.net\">\n",
       "                \n",
       "                flemarie1@furl.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.145.123.46\">\n",
       "                \n",
       "                16.145.123.46\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Keenan\">\n",
       "                \n",
       "                Keenan\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"McAirt\">\n",
       "                \n",
       "                McAirt\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"kmcairt0@spotify.com\">\n",
       "                \n",
       "                kmcairt0@spotify.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"68.97.227.147\">\n",
       "                \n",
       "                68.97.227.147\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fredelia\">\n",
       "                \n",
       "                Fredelia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lemarie\">\n",
       "                \n",
       "                Lemarie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"flemarie1@furl.net\">\n",
       "                \n",
       "                flemarie1@furl.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.145.123.46\">\n",
       "                \n",
       "                16.145.123.46\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Fredelia\">\n",
       "                \n",
       "                Fredelia\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Lemarie\">\n",
       "                \n",
       "                Lemarie\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"flemarie1@furl.net\">\n",
       "                \n",
       "                flemarie1@furl.net\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Female\">\n",
       "                \n",
       "                Female\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"16.145.123.46\">\n",
       "                \n",
       "                16.145.123.46\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Evyn\">\n",
       "                \n",
       "                Evyn\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Abbey\">\n",
       "                \n",
       "                Abbey\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"eabbey0@mlb.com\">\n",
       "                \n",
       "                eabbey0@mlb.com\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Male\">\n",
       "                \n",
       "                Male\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"202.99.246.227\">\n",
       "                \n",
       "                202.99.246.227\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 10 rows / 6 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.table_to_df(\"test_data\").table()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(SELECT TABLE_NAME FROM INFORMATION_SCHEMA.TABLES) AS t\n",
      "INFO:optimus:jdbc:sqlserver://165.227.196.70:1433;databaseName=optimus\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['test_data']"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.tables_names_to_json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Redshit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:jdbc:redshift://redshift-cluster-1.chuvgsqx7epn.us-east-1.redshift.amazonaws.com:5439/dev?currentSchema=public\n"
     ]
    }
   ],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"redshift\",\n",
    "    host=\"165.227.196.70\", \n",
    "    database= \"optimus\", \n",
    "    user= \"testuser\", \n",
    "    password = \"test\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(\n",
      "            SELECT relname as table_name,cast (reltuples as integer) AS count \n",
      "            FROM pg_class C LEFT JOIN pg_namespace N ON (N.oid = C.relnamespace) \n",
      "            WHERE nspname IN ('public') AND relkind='r' ORDER BY reltuples DESC) AS t\n",
      "INFO:optimus:jdbc:redshift://redshift-cluster-1.chuvgsqx7epn.us-east-1.redshift.amazonaws.com:5439/dev?currentSchema=public\n"
     ]
    },
    {
     "ename": "Py4JJavaError",
     "evalue": "An error occurred while calling o41.load.\n: java.sql.SQLException: [Amazon](500150) Error setting/closing connection: Connection timed out: connect.\r\n\tat com.amazon.redshift.client.PGClient.connect(Unknown Source)\r\n\tat com.amazon.redshift.client.PGClient.<init>(Unknown Source)\r\n\tat com.amazon.redshift.core.PGJDBCConnection.connect(Unknown Source)\r\n\tat com.amazon.jdbc.common.BaseConnectionFactory.doConnect(Unknown Source)\r\n\tat com.amazon.jdbc.common.AbstractDriver.connect(Unknown Source)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:63)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:54)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRDD$.resolveTable(JDBCRDD.scala:56)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRelation.<init>(JDBCRelation.scala:115)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcRelationProvider.createRelation(JdbcRelationProvider.scala:52)\r\n\tat org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:340)\r\n\tat org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:239)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:227)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:164)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\r\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\r\n\tat java.lang.reflect.Method.invoke(Method.java:498)\r\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\r\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)\r\n\tat py4j.Gateway.invoke(Gateway.java:282)\r\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\r\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\r\n\tat py4j.GatewayConnection.run(GatewayConnection.java:238)\r\nCaused by: com.amazon.support.exceptions.GeneralException: [Amazon](500150) Error setting/closing connection: Connection timed out: connect.\r\n\t... 24 more\r\nCaused by: java.net.ConnectException: Connection timed out: connect\r\n\tat sun.nio.ch.Net.connect0(Native Method)\r\n\tat sun.nio.ch.Net.connect(Net.java:454)\r\n\tat sun.nio.ch.Net.connect(Net.java:446)\r\n\tat sun.nio.ch.SocketChannelImpl.connect(SocketChannelImpl.java:648)\r\n\tat sun.nio.ch.SocketAdaptor.connect(SocketAdaptor.java:96)\r\n\tat com.amazon.redshift.client.PGClient.connect(Unknown Source)\r\n\tat com.amazon.redshift.client.PGClient.<init>(Unknown Source)\r\n\tat com.amazon.redshift.core.PGJDBCConnection.connect(Unknown Source)\r\n\tat com.amazon.jdbc.common.BaseConnectionFactory.doConnect(Unknown Source)\r\n\tat com.amazon.jdbc.common.AbstractDriver.connect(Unknown Source)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:63)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:54)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRDD$.resolveTable(JDBCRDD.scala:56)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRelation.<init>(JDBCRelation.scala:115)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcRelationProvider.createRelation(JdbcRelationProvider.scala:52)\r\n\tat org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:340)\r\n\tat org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:239)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:227)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:164)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\r\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\r\n\tat java.lang.reflect.Method.invoke(Method.java:498)\r\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\r\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)\r\n\tat py4j.Gateway.invoke(Gateway.java:282)\r\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\r\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\r\n\tat py4j.GatewayConnection.run(GatewayConnection.java:238)\r\n\tat java.lang.Thread.run(Thread.java:748)\r\n",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mPy4JJavaError\u001b[0m                             Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-3-cdef22199e9a>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mdb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtables\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\io\\jdbc.py\u001b[0m in \u001b[0;36mtables\u001b[1;34m(self, schema, database, limit)\u001b[0m\n\u001b[0;32m    179\u001b[0m                     FROM user_tables ORDER BY table_name\"\"\"\n\u001b[0;32m    180\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 181\u001b[1;33m         \u001b[0mdf\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mquery\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    182\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mdf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtable\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlimit\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    183\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\io\\jdbc.py\u001b[0m in \u001b[0;36mexecute\u001b[1;34m(self, query, limit)\u001b[0m\n\u001b[0;32m    309\u001b[0m             \u001b[0mconf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtable\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcassandra_table\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkeyspace\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcassandra_keyspace\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    310\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 311\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_limit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mconf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlimit\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    312\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    313\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mdf_to_table\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdf\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtable\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m\"overwrite\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\pyspark\\sql\\readwriter.py\u001b[0m in \u001b[0;36mload\u001b[1;34m(self, path, format, schema, **options)\u001b[0m\n\u001b[0;32m    170\u001b[0m             \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_df\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_jreader\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_spark\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sc\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_jvm\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mPythonUtils\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtoSeq\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    171\u001b[0m         \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 172\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_df\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_jreader\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    173\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    174\u001b[0m     \u001b[1;33m@\u001b[0m\u001b[0msince\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1.4\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\py4j\\java_gateway.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args)\u001b[0m\n\u001b[0;32m   1255\u001b[0m         \u001b[0manswer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgateway_client\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend_command\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcommand\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1256\u001b[0m         return_value = get_return_value(\n\u001b[1;32m-> 1257\u001b[1;33m             answer, self.gateway_client, self.target_id, self.name)\n\u001b[0m\u001b[0;32m   1258\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1259\u001b[0m         \u001b[1;32mfor\u001b[0m \u001b[0mtemp_arg\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mtemp_args\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\pyspark\\sql\\utils.py\u001b[0m in \u001b[0;36mdeco\u001b[1;34m(*a, **kw)\u001b[0m\n\u001b[0;32m     61\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mdeco\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     62\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 63\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     64\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[0mpy4j\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprotocol\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mPy4JJavaError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     65\u001b[0m             \u001b[0ms\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjava_exception\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtoString\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\py4j\\protocol.py\u001b[0m in \u001b[0;36mget_return_value\u001b[1;34m(answer, gateway_client, target_id, name)\u001b[0m\n\u001b[0;32m    326\u001b[0m                 raise Py4JJavaError(\n\u001b[0;32m    327\u001b[0m                     \u001b[1;34m\"An error occurred while calling {0}{1}{2}.\\n\"\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 328\u001b[1;33m                     format(target_id, \".\", name), value)\n\u001b[0m\u001b[0;32m    329\u001b[0m             \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    330\u001b[0m                 raise Py4JError(\n",
      "\u001b[1;31mPy4JJavaError\u001b[0m: An error occurred while calling o41.load.\n: java.sql.SQLException: [Amazon](500150) Error setting/closing connection: Connection timed out: connect.\r\n\tat com.amazon.redshift.client.PGClient.connect(Unknown Source)\r\n\tat com.amazon.redshift.client.PGClient.<init>(Unknown Source)\r\n\tat com.amazon.redshift.core.PGJDBCConnection.connect(Unknown Source)\r\n\tat com.amazon.jdbc.common.BaseConnectionFactory.doConnect(Unknown Source)\r\n\tat com.amazon.jdbc.common.AbstractDriver.connect(Unknown Source)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:63)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:54)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRDD$.resolveTable(JDBCRDD.scala:56)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRelation.<init>(JDBCRelation.scala:115)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcRelationProvider.createRelation(JdbcRelationProvider.scala:52)\r\n\tat org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:340)\r\n\tat org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:239)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:227)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:164)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\r\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\r\n\tat java.lang.reflect.Method.invoke(Method.java:498)\r\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\r\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)\r\n\tat py4j.Gateway.invoke(Gateway.java:282)\r\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\r\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\r\n\tat py4j.GatewayConnection.run(GatewayConnection.java:238)\r\nCaused by: com.amazon.support.exceptions.GeneralException: [Amazon](500150) Error setting/closing connection: Connection timed out: connect.\r\n\t... 24 more\r\nCaused by: java.net.ConnectException: Connection timed out: connect\r\n\tat sun.nio.ch.Net.connect0(Native Method)\r\n\tat sun.nio.ch.Net.connect(Net.java:454)\r\n\tat sun.nio.ch.Net.connect(Net.java:446)\r\n\tat sun.nio.ch.SocketChannelImpl.connect(SocketChannelImpl.java:648)\r\n\tat sun.nio.ch.SocketAdaptor.connect(SocketAdaptor.java:96)\r\n\tat com.amazon.redshift.client.PGClient.connect(Unknown Source)\r\n\tat com.amazon.redshift.client.PGClient.<init>(Unknown Source)\r\n\tat com.amazon.redshift.core.PGJDBCConnection.connect(Unknown Source)\r\n\tat com.amazon.jdbc.common.BaseConnectionFactory.doConnect(Unknown Source)\r\n\tat com.amazon.jdbc.common.AbstractDriver.connect(Unknown Source)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:63)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcUtils$$anonfun$createConnectionFactory$1.apply(JdbcUtils.scala:54)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRDD$.resolveTable(JDBCRDD.scala:56)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JDBCRelation.<init>(JDBCRelation.scala:115)\r\n\tat org.apache.spark.sql.execution.datasources.jdbc.JdbcRelationProvider.createRelation(JdbcRelationProvider.scala:52)\r\n\tat org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:340)\r\n\tat org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:239)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:227)\r\n\tat org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:164)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)\r\n\tat sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)\r\n\tat sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)\r\n\tat java.lang.reflect.Method.invoke(Method.java:498)\r\n\tat py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)\r\n\tat py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)\r\n\tat py4j.Gateway.invoke(Gateway.java:282)\r\n\tat py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)\r\n\tat py4j.commands.CallCommand.execute(CallCommand.java:79)\r\n\tat py4j.GatewayConnection.run(GatewayConnection.java:238)\r\n\tat java.lang.Thread.run(Thread.java:748)\r\n"
     ]
    }
   ],
   "source": [
    "db.tables()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "db.table_to_df(\"test_data\").table()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Oracle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"oracle\",\n",
    "    host=\"165.227.196.70\", \n",
    "    database= \"optimus\", \n",
    "    user= \"testuser\", \n",
    "    password = \"test\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SQLlite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:jdbc:sqlite:chinook.db\n"
     ]
    }
   ],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"sqlite\",\n",
    "    host=\"chinook.db\", \n",
    "    database= \"employes\", \n",
    "    user= \"testuser\", \n",
    "    password = \"test\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(SELECT name FROM sqlite_master WHERE type='table') AS t\n",
      "INFO:optimus:jdbc:sqlite:chinook.db\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 10 rows / 1 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">name</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"albums\">\n",
       "                \n",
       "                albums\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"sqlite_sequence\">\n",
       "                \n",
       "                sqlite_sequence\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"artists\">\n",
       "                \n",
       "                artists\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"customers\">\n",
       "                \n",
       "                customers\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"employees\">\n",
       "                \n",
       "                employees\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"genres\">\n",
       "                \n",
       "                genres\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"invoices\">\n",
       "                \n",
       "                invoices\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"invoice_items\">\n",
       "                \n",
       "                invoice_items\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"media_types\">\n",
       "                \n",
       "                media_types\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"playlists\">\n",
       "                \n",
       "                playlists\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 10 rows / 1 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.tables()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(SELECT COUNT(*) as COUNT FROM albums) AS t\n",
      "INFO:optimus:jdbc:sqlite:chinook.db\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "347 rows\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:SELECT * FROM albums\n",
      "INFO:optimus:(SELECT * FROM albums) AS t\n",
      "INFO:optimus:jdbc:sqlite:chinook.db\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 347 rows / 3 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">AlbumId</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">Title</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">ArtistId</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"For&#8901;Those&#8901;About&#8901;To&#8901;Rock&#8901;We&#8901;Salute&#8901;You\">\n",
       "                \n",
       "                For&#8901;Those&#8901;About&#8901;To&#8901;Rock&#8901;We&#8901;Salute&#8901;You\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Balls&#8901;to&#8901;the&#8901;Wall\">\n",
       "                \n",
       "                Balls&#8901;to&#8901;the&#8901;Wall\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Restless&#8901;and&#8901;Wild\">\n",
       "                \n",
       "                Restless&#8901;and&#8901;Wild\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Let&#8901;There&#8901;Be&#8901;Rock\">\n",
       "                \n",
       "                Let&#8901;There&#8901;Be&#8901;Rock\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Big&#8901;Ones\">\n",
       "                \n",
       "                Big&#8901;Ones\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Jagged&#8901;Little&#8901;Pill\">\n",
       "                \n",
       "                Jagged&#8901;Little&#8901;Pill\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Facelift\">\n",
       "                \n",
       "                Facelift\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Warner&#8901;25&#8901;Anos\">\n",
       "                \n",
       "                Warner&#8901;25&#8901;Anos\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Plays&#8901;Metallica&#8901;By&#8901;Four&#8901;Cellos\">\n",
       "                \n",
       "                Plays&#8901;Metallica&#8901;By&#8901;Four&#8901;Cellos\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Audioslave\">\n",
       "                \n",
       "                Audioslave\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 347 rows / 3 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "db.table_to_df(\"albums\",limit=\"all\").table()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:(SELECT name FROM sqlite_master WHERE type='table') AS t\n",
      "INFO:optimus:jdbc:sqlite:chinook.db\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "['albums',\n",
       " 'sqlite_sequence',\n",
       " 'artists',\n",
       " 'customers',\n",
       " 'employees',\n",
       " 'genres',\n",
       " 'invoices',\n",
       " 'invoice_items',\n",
       " 'media_types',\n",
       " 'playlists',\n",
       " 'playlist_track',\n",
       " 'tracks',\n",
       " 'sqlite_stat1']"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.tables_names_to_json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Redis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:Downloading foo.csv from https://raw.githubusercontent.com/ironmussa/Optimus/master/examples/data/foo.csv\n",
      "INFO:optimus:Downloaded 967 bytes\n",
      "INFO:optimus:Creating DataFrame for foo.csv. Please wait...\n"
     ]
    }
   ],
   "source": [
    "df = op.load.csv(\"https://raw.githubusercontent.com/ironmussa/Optimus/master/examples/data/foo.csv\", sep=\",\", header='true', infer_schema='true', charset=\"UTF-8\", null_value=\"None\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 19 rows / 8 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n",
       "\n",
       "<table class=\"optimus_table\" style=\"font-size: 12px;\">\n",
       "    <thead style=\"border-bottom: 1px solid black;\">\n",
       "    <tr>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">id</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">1 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">firstName</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">2 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">lastName</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">3 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">billingId</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">4 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">product</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">5 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">price</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">6 (int)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">birth</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">7 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "        <th style=\"font-family: sans-serif;\">\n",
       "            <div class=\"column_name\" style=\"font-size: 1.2em;\">dummyCol</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">8 (string)</div>\n",
       "            <div class=\"data_type\" style=\"font-size: 0.8em; font-weight: normal;\">\n",
       "                \n",
       "                nullable\n",
       "                \n",
       "            </div>\n",
       "        </th>\n",
       "        \n",
       "    </tr>\n",
       "\n",
       "    </thead>\n",
       "    <tbody style=\"font-family: monospace; border-bottom: 1px solid #cccccc;\">\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1\">\n",
       "                \n",
       "                1\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Luis\">\n",
       "                \n",
       "                Luis\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Alvarez$$%!\">\n",
       "                \n",
       "                Alvarez$$%!\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"123\">\n",
       "                \n",
       "                123\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Cake\">\n",
       "                \n",
       "                Cake\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1980/07/07\">\n",
       "                \n",
       "                1980/07/07\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"never\">\n",
       "                \n",
       "                never\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"2\">\n",
       "                \n",
       "                2\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"André\">\n",
       "                \n",
       "                André\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ampère\">\n",
       "                \n",
       "                Ampère\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"423\">\n",
       "                \n",
       "                423\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"piza\">\n",
       "                \n",
       "                piza\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1950/07/08\">\n",
       "                \n",
       "                1950/07/08\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"gonna\">\n",
       "                \n",
       "                gonna\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"NiELS\">\n",
       "                \n",
       "                NiELS\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Böhr//((%%\">\n",
       "                \n",
       "                Böhr//((%%\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"551\">\n",
       "                \n",
       "                551\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"pizza\">\n",
       "                \n",
       "                pizza\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1990/07/09\">\n",
       "                \n",
       "                1990/07/09\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"give\">\n",
       "                \n",
       "                give\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"4\">\n",
       "                \n",
       "                4\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"PAUL\">\n",
       "                \n",
       "                PAUL\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"dirac$\">\n",
       "                \n",
       "                dirac$\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"521\">\n",
       "                \n",
       "                521\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"pizza\">\n",
       "                \n",
       "                pizza\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1954/07/10\">\n",
       "                \n",
       "                1954/07/10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"you\">\n",
       "                \n",
       "                you\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Albert\">\n",
       "                \n",
       "                Albert\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Einstein\">\n",
       "                \n",
       "                Einstein\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"634\">\n",
       "                \n",
       "                634\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"pizza\">\n",
       "                \n",
       "                pizza\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1990/07/11\">\n",
       "                \n",
       "                1990/07/11\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"up\">\n",
       "                \n",
       "                up\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"6\">\n",
       "                \n",
       "                6\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Galileo\">\n",
       "                \n",
       "                Galileo\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;GALiLEI\">\n",
       "                \n",
       "                &#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;&#8901;GALiLEI\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"672\">\n",
       "                \n",
       "                672\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"arepa\">\n",
       "                \n",
       "                arepa\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"5\">\n",
       "                \n",
       "                5\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1930/08/12\">\n",
       "                \n",
       "                1930/08/12\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"never\">\n",
       "                \n",
       "                never\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"7\">\n",
       "                \n",
       "                7\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"CaRL\">\n",
       "                \n",
       "                CaRL\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Ga%%%uss\">\n",
       "                \n",
       "                Ga%%%uss\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"323\">\n",
       "                \n",
       "                323\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"taco\">\n",
       "                \n",
       "                taco\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1970/07/13\">\n",
       "                \n",
       "                1970/07/13\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"gonna\">\n",
       "                \n",
       "                gonna\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"8\">\n",
       "                \n",
       "                8\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"David\">\n",
       "                \n",
       "                David\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"H$$$ilbert\">\n",
       "                \n",
       "                H$$$ilbert\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"624\">\n",
       "                \n",
       "                624\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"taaaccoo\">\n",
       "                \n",
       "                taaaccoo\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1950/07/14\">\n",
       "                \n",
       "                1950/07/14\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"let\">\n",
       "                \n",
       "                let\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"9\">\n",
       "                \n",
       "                9\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"Johannes\">\n",
       "                \n",
       "                Johannes\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"KEPLER\">\n",
       "                \n",
       "                KEPLER\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"735\">\n",
       "                \n",
       "                735\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"taco\">\n",
       "                \n",
       "                taco\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1920/04/22\">\n",
       "                \n",
       "                1920/04/22\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"you\">\n",
       "                \n",
       "                you\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    <tr>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"10\">\n",
       "                \n",
       "                10\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"JaMES\">\n",
       "                \n",
       "                JaMES\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"M$$ax%%well\">\n",
       "                \n",
       "                M$$ax%%well\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"875\">\n",
       "                \n",
       "                875\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"taco\">\n",
       "                \n",
       "                taco\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"3\">\n",
       "                \n",
       "                3\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"1923/03/12\">\n",
       "                \n",
       "                1923/03/12\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "        <td style=\"border: 0px;\">\n",
       "            <div style=\"min-height: 14px;\" title=\"down\">\n",
       "                \n",
       "                down\n",
       "                 \n",
       "            </div>\n",
       "        </td>\n",
       "        \n",
       "    </tr>\n",
       "    \n",
       "    </tbody>\n",
       "</table>\n",
       "\n",
       "\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">Viewing 10 of 19 rows / 8 columns</div>\n",
       "<div class=\"info_items\" style=\"margin: 10px 0; font-family: sans-serif; font-size: 10px;\">1 partition(s)</div>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df.table()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Put your db credentials here\n",
    "db =  op.connect(\n",
    "    driver=\"redis\",\n",
    "    host=\"165.227.196.70\", \n",
    "    port = 6379,\n",
    "    database= 1, \n",
    "    password = \"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO:optimus:`id`,`firstName`,`lastName`,`billingId`,`product`,`price`,`birth`,`dummyCol` column(s) was not processed because is/are not array,vector\n",
      "INFO:optimus:Outputting 0 columns after filtering. Is this expected?\n",
      "INFO:optimus:Using 'column_exp' to process column 'id' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'firstName' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'lastName' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'billingId' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'product' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'price' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'birth' with function _cast_to\n",
      "INFO:optimus:Using 'column_exp' to process column 'dummyCol' with function _cast_to\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hola1\n"
     ]
    }
   ],
   "source": [
    "db.df_to_table(df, \"hola1\", redis_primary_key=\"id\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "can only concatenate str (not \"int\") to str",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-33-b3e61395c772>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m# https://stackoverflow.com/questions/56707978/how-to-write-from-a-pyspark-dstream-to-redis\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[0mdb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtable_to_df\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\io\\jdbc.py\u001b[0m in \u001b[0;36mtable_to_df\u001b[1;34m(self, table_name, columns, limit)\u001b[0m\n\u001b[0;32m    122\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    123\u001b[0m         \u001b[0mdb_table\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtable_name\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 124\u001b[1;33m         \u001b[0mquery\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdriver_context\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcount_query\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdb_table\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdb_table\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    125\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mlimit\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;34m\"all\"\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    126\u001b[0m             \u001b[0mcount\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mquery\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"all\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfirst\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\io\\driver_context.py\u001b[0m in \u001b[0;36mcount_query\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m     31\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     32\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mcount_query\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 33\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_driver\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcount_query\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\Documents\\Optimus\\optimus\\io\\sqlserver.py\u001b[0m in \u001b[0;36mcount_query\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m     24\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     25\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mcount_query\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 26\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[1;34m\"SELECT COUNT(*) as COUNT FROM \"\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"db_table\"\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m: can only concatenate str (not \"int\") to str"
     ]
    }
   ],
   "source": [
    "# https://stackoverflow.com/questions/56707978/how-to-write-from-a-pyspark-dstream-to-redis\n",
    "    \n",
    "db.table_to_df(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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